PUBLICATIONS

JOURNAL PAPERS

• P. Huynh, D. Nguyen, G. Binder , S. Ambardar S, T. Le, DV. Voronine. "Multifractality in Surface Potential for Cancer Diagnosis". J Phys Chem B. (2023)

• A. Davila-Frias, N. Yodo, T. Le, OP Yadav “A deep neural network and Bayesian method-based framework for all-terminal network reliability estimation considering degradation”. Reliability Engineering & System Safety (2023).

• P. Huynh, A. Setty, Q. Tran, OP. Yadav, M. Yodo N, T. Le “A domain-knowledge modeling of hospital-acquired infection risk in Healthcare personnel from retrospective observational data: A case study for COVID-19”. PLoS ONE. (2022).

• P Huynh,A. Setty, T. Le, T. Le . “A Noise-robust Koopman Spectral Analysis of an Intermittent Dynamics Method for Complex Systems: A Case Study in Pathophysiological Processes of Obstructive Sleep Apnea”. IISE Transactions on Healthcare Systems Engineering (2022).

• M, Mead, P. Huynh, T. Le , and I. Leah, "Daily associations between daytime napping and nocturnal sleep: An exploration of random slopes". Annals of Behavioral Medicine (2022) 

• Q. Nguyen, Q. Huynh. H. Nguyen, T. Van, and T. Le, “Validation of Sleep Stage Scoring between Wearable Sleep Trackers and Polysomnography in Healthy Adults” Clocks & Sleep. (2021); 3(2):274-288.

• P. Huynh, A.  Setty, H. Phan, T. Le, “Probabilistic domain-knowledge modeling of disorder pathogenesis for personalized forecasting of acute onset” Artificial Intelligence in Medicine (2021): 102056.

• T. Le, V. Sugatur, S. Rinivasa, S. T. S. Bukkpatnam, “A Dynamic Systems Approach for Detecting and Localizing of Infarct-Related Artery in Acute Myocardial Infarction using Compressed Paper-Based Electrocardiogram (ECG)”, Sensors 20, No. 14 , (2020): 3975. 

• T. Le, S. T.S. Bukkapatnam, “Nonlinear Dynamics of Sleep Apnea Prediction”, PLoS ONE, (2016).

• C. Cheng, A. Sa-ngasoongsong, O. Beyca, T. Le, H. Yang, Z. (James) Kong, S. T.S. Bukkapatnam, “Time Series Forecasting for Nonlinear and Nonstationary Processes: A Review and Comparative Study”, IIE Transactions 47.10 (2015): 1053-1071

• T. Le, C. Cheng, A. Sangasoongsong, W. Wongdhamma, S. T.S. Bukkapatnam, "Wireless Wearable Multisensory Suite and Real-Time Prediction of Sleep Apnea Episodes," IEEE Journal of Translational Engineering in Health and Medicine, vol.1, 1-9, July 2013.

• T. Le, S. T. S. Bukkapatnam, B. Benjamin, B. Wilkins, R. Komanduri, "Topology and Random Walk Network Representation of Cardiac Dynamic for Localization of Myocardial Infarction," IEEE Transactions on Biomedical Engineering, vol.8, no.8, 2325 – 2331, April 2013.

• T. Le, S. T. S. Bukkapatnam, R. Komanduri, "Real-time lumped parameter modeling of cardiovascular dynamics using electrocardiogram signals: Towards virtual cardiovascular instruments," IEEE Transactions on Biomedical Engineering, vol.8, no.8, 2350-2360, April 2013.

• H. Yang, S. T. S. Bukkapatnam, T. Le, and R. Komanduri, "Identification of myocardial infarction (MI) using spatio-temporal heart dynamics,"Medical Engineering & Physics, vol.34, no.4, 485–497, May 2012.

PEER-REVIEWED CONFERENCE PROCEEDINGS

• D Kasperski, T. Le,  T. Nguyen, P. Huynh, T. Le “Surrogate Models of Blood Flow Dynamics in Brain Aneurysms Using Dynamic Mode Decomposition”. In 2023 Design of Medical Devices Conference, Minneapolis, USA, 2023.

• P. Huynh , A. Alqarni, OP. Yadav, T. Le “A Physics-informed Latent Variables of Corrosion Growth in Oil and Gas Pipeline”. In 2023  IEEE Annual Reliability and Maintainability Symposium (RAMS), Orlando, USA, 2023. (SRE Doug Ogden Best Paper Award)

• A. Alqarni, P. Huynh ,  OP. Yadav, T. Le, Y. Huang “Multi-sensor Corrosion Growth Modeling with Latent Variables using Hierarchical Clustering and Vector Autoregression Model”. In 2023 IEEE Annual Reliability and Maintainability Symposium (RAMS), Orlando, USA, 2023

• P. Huynh P, L. Irish, OP. Yadav, A. Setty , T. Le “ Causal Inference in Longitudinal Studies Using Causal Bayesian Network with Latent Variables”. In IEEE Annual Reliability and Maintainability Symposium (RAMS) 2022 Jan 24 (pp. 1-7). 

• Q. Nguyen, Q. Dang, H. Nguyen, T. Nguyen, C. Pham, A. Setty, and T. Le “Developing an Architecture for IoT Interoperability in Healthcare: A Case Study of Real-time SpO2 Signal Monitoring and Analysis” in, IEEE BigDATA, Atlanta, USA, 2020.

• Q. Huynh, H. Pham, N. Nguyen, T. Le, and T. Vo "Modeling of Acoustic Tweezers for the Manipulation in Biological Media." In International Conference on the Development of Biomedical Engineering in Vietnam, pp. 127-135. Springer, Singapore, 2019.

• T H. Le, T M. Le, T. Le, and T. Vo "Feature Extraction Techniques for Automatic Detection of Some Specific Cardiovascular Diseases Using ECG: A Review and Evaluation Study." In International Conference on the Development of Biomedical Engineering in Vietnam, pp. 543-549. Springer, Singapore, 2019.

• A. Vo, T.  Le, T N. Le, and T. Vo "Predictive Modelling for Cardiovascular Disease Mortality in Intensive Care Units." In International Conference on the Development of Biomedical Engineering in Vietnam, pp. 505-511. Springer, Singapore, 2019.

•  C. Bui., P. Huynh, H Phan, T. Le, and T. Vo. "Developing Neural-fuzzy-based Unscented Kalman Filter Algorithm for Atrial Fibrillation Onset Prediction." In International Conference on the Development of Biomedical Engineering in Vietnam, pp. 119-125. Springer, Singapore, 2019.

• Q. Huynh, H. Pham , N. Nguyen, T. Le, and T. Vo "Modeling of Acoustic Tweezers for the Manipulation in Biological Media" In International Conference on the Development of Biomedical Engineering in Vietnam, pp. 127-135. Springer, Singapore, 2018.

• C. Bui., P. Huynh, H Phan, T. Le, and T. Vo. "Developing Neural-fuzzy-based Unscented Kalman Filter Algorithm for Atrial Fibrillation Onset Prediction" In International Conference on the Development of Biomedical Engineering in Vietnam, pp. 119-125. Springer, Singapore, 2018.

• A. Vo, T.  Le, T N. Le, and T. Vo "Predictive Modeling for Cardiovascular Disease Mortality in Intensive Care Units" In International Conference on the Development of Biomedical Engineering in Vietnam, pp. 505-511. Springer, Singapore, 2018.

• C. Bui, N. Anh, N. Pham, A. Nguyen, A. Tran and T. Le, “A review on time series forecasting for healthcare prognostics with the focus on cardiovascular diseases”, The 6th International Conference on the Development of Biomedical Engineering in Vietnam, Ho Chi Minh, Vietnam, Jun 2016.

• Q. Tran, T. Le, C.H. Le and T.V. Vo, “Electrophysiological modeling in generalized epilepsy using surface EEG and anatomical brain structures”, The 6th International Conference on the Development of Biomedical Engineering in Vietnam, Ho Chi Minh, Vietnam, Jun 2016.

• Q. Huynh, P. Bui and T. Le, “Localized Comparison of Sleep Stage Scoring between PSG and Wearable Devices”, The 6th International Conference on the Development of Biomedical Engineering in Vietnam, Ho Chi Minh, Vietnam, Jun 2016.

• P. Bui, Q. Nguyen, Q. Huynh and T. Le, “In vivo comparison of Sleep stage scoring between commercialized wearable devices and Polysomnography system”, The 6th International Conference on the Development of Biomedical Engineering in Vietnam, Ho Chi Minh, Vietnam, Jun 2016.

• H. Cu, T. Nguyen, T. Nguyen, T. Le and T.V. Vo, “Validation of Wireless Wearable Electrocardiogram System for Real-Time Ambulatory Cardiac Monitoring”, The 6th International Conference on the Development of Biomedical Engineering in Vietnam, Ho Chi Minh, Vietnam, Jun 2016.

• Z. Feng, T. Le, W. Nguyen, “Characterization of Hip Implant Surfaces”, ISSAT International Conference on Modeling of Complex Systems and Environments, Da Nang, Viet Nam, Jun 2015.

• K. Karandikar, T. Le, A. Sa-ngasoongsong, W. Wongdhamma, S. Bukkapatnam, “Wireless Wearable Multi-Sensory System for Monitoring of Sleep Apnea and Other Cardiorespiratory Disorders,” 6th International IEEE EMBS Conference on Neural Engineering, San Diego, Nov 2013.

• W. Wongdhamma, T. Le, S. T. S. Bukkapatnam “Wireless Wearable Multi-Sensory System for Monitoring of Sleep Apnea and Other Cardiorespiratory Disorders,” IEEE International Conference on Automation Science and Engineering, Madison, Aug 2013.

• M. Ruppert-Stroescu, B. Wilkins, W. Wongdhamma, T. Le “Testing of Electronically Conductive Textiles for Placement in a Medical Garment,”American Association of Textile Chemists and Colorist International Conference, Greenville, Apr 2013.

• T. Le, C. Cheng, A. Sangasoongsong, W. Wongdhamma, S. T.S. Bukkapatnam, "Prediction of Sleep Apnea Episodes from a Wireless Wearable Multisensor Suite," IEEE EMBS Special Topic Conference on Point-of-Care Healthcare Technologies, Bangalore, India, Jan 2013.

• T. Le, S. T. S. Bukkapatnam, R. Komanduri, "Real-time Parameter Estimation for Virtual Cardiovascular Model using ECG Signal," 6th INFORMS Workshop on Data Mining and Health Informatics, Charlotte, 2011.

• T. Le, S. T.S. Bukkapatnam, A. Sangasoongsong, R. Komanduri, "Towards Virtual Instruments for Cardiovascular Health-care: Real-Time Modeling of Cardiovascular Dynamics Using Electrocardiogram (ECG) Signals," 6th IEEE Conference on Automation Science and Engineering, Toronto, Aug 2010.

• T. Le, S. T. S. Bukkapatnam, A. Sangasoongsong, R. Komanduri, "Real-time Modeling of Cardiovascular Dynamics using Electrocardiogram-based Activation Functions, " IIE Research Conference, Jun 5-9, 2010.

Proceedings Book

• T. Vo, T. Le, H. Ngo, H. Nguyen; “7th International Conference on the Development of Biomedical Engineering in Vietnam (BME7): Proceeding Book-Translational Health Science and Technology for Developing Countries”. Springer, 2019